Realtime emotion recognition from EEG data.
☆173Oct 24, 2018Updated 7 years ago
Alternatives and similar repositories for Realtime-EEG-Based-Emotion-Recognition
Users that are interested in Realtime-EEG-Based-Emotion-Recognition are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Feature selection via dependence maximization for EEG based emotion classification.☆53Nov 23, 2014Updated 11 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆96May 23, 2018Updated 7 years ago
- Emotion recognition can be achieved by obtaining signals from the brain by EEG . This test records the activity of the brain in form of w…☆137Apr 4, 2021Updated 4 years ago
- ☆108Mar 16, 2019Updated 7 years ago
- EEG preprocessing methods for classifying person emotions have been widely applied. However, there still remain some parts where determin…☆24Feb 17, 2016Updated 10 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- EEG emotion recognition based on Temporal convolutional network☆25Mar 10, 2019Updated 7 years ago
- EEG Emotion classification using the DEAP pre-processed data☆166Nov 7, 2018Updated 7 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆49May 24, 2018Updated 7 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆214Oct 25, 2020Updated 5 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆95Dec 5, 2017Updated 8 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆89Aug 3, 2019Updated 6 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆134May 21, 2020Updated 5 years ago
- Diploma Thesis Project on Emotion Recognition from EEG-signals☆13Sep 17, 2019Updated 6 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆192Mar 1, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Using CNN-LSTM for emotion recognition based on EEG signals☆12May 2, 2023Updated 2 years ago
- Currently working on analysis of EEG (Electroencephalography) signals on the emotion recognition and sleep stage classification problems.…☆16Oct 20, 2017Updated 8 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆45Jul 2, 2019Updated 6 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆141Jul 20, 2021Updated 4 years ago
- KNN classifier for human emotion from EEG☆24Nov 19, 2020Updated 5 years ago
- EEG-based emotion classification using DEAP dataset☆155Mar 1, 2023Updated 3 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆50Mar 29, 2021Updated 4 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆47Oct 25, 2019Updated 6 years ago
- A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.☆762Jul 2, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Feature Extraction of Mental Load EEG signals☆60Nov 3, 2016Updated 9 years ago
- Generate statistical features from Electroencephalographic data☆96Aug 5, 2022Updated 3 years ago
- EEG-Based Emotion Recognition☆68Jun 9, 2024Updated last year
- 脑电情绪识别☆13Nov 20, 2022Updated 3 years ago
- A comparison of different classifiers in valence and arousal detection using the DEAP database for EEG☆15May 1, 2019Updated 6 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆128Nov 4, 2020Updated 5 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆43Jun 3, 2020Updated 5 years ago
- ☆36Mar 23, 2019Updated 7 years ago
- EEG Emotion Datasets (INTERFACES) from OpenBCI (IEEE Sensors Journal)☆29May 25, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs a…☆61Dec 9, 2022Updated 3 years ago
- A list of all public EEG-datasets☆2,948Oct 17, 2025Updated 5 months ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Jul 28, 2022Updated 3 years ago
- This repository contains the code for emotion recognition using wavelet transform and svm classifiers' rbf kernel.☆34Feb 25, 2023Updated 3 years ago
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆282Nov 21, 2022Updated 3 years ago
- Emotion recognition from multi-channel biosignal by using convolutional and recurrent neural network☆14May 3, 2017Updated 8 years ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆30Sep 18, 2022Updated 3 years ago